{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import  pandas as pd\n",
    "import numpy as np\n",
    "import talib as ta\n",
    "from urllib import request\n",
    "import json\n",
    "from matplotlib import pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "path = 'F:\\\\HQData\\\\future\\\\' \n",
    "file = path + 'rb2201.csv'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>datetime</th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
       "      <th>volume</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2021-10-08 22:00:00</td>\n",
       "      <td>5765.0</td>\n",
       "      <td>5818.0</td>\n",
       "      <td>5740.0</td>\n",
       "      <td>5818.0</td>\n",
       "      <td>397922</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2021-10-08 23:00:00</td>\n",
       "      <td>5814.0</td>\n",
       "      <td>5868.0</td>\n",
       "      <td>5810.0</td>\n",
       "      <td>5868.0</td>\n",
       "      <td>331006</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2021-10-09 00:00:00</td>\n",
       "      <td>5866.0</td>\n",
       "      <td>5866.0</td>\n",
       "      <td>5866.0</td>\n",
       "      <td>5866.0</td>\n",
       "      <td>774</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2021-10-11 10:00:00</td>\n",
       "      <td>5828.0</td>\n",
       "      <td>5859.0</td>\n",
       "      <td>5761.0</td>\n",
       "      <td>5761.0</td>\n",
       "      <td>631411</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2021-10-11 11:00:00</td>\n",
       "      <td>5761.0</td>\n",
       "      <td>5812.0</td>\n",
       "      <td>5754.0</td>\n",
       "      <td>5812.0</td>\n",
       "      <td>238551</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              datetime    open    high     low   close  volume\n",
       "0  2021-10-08 22:00:00  5765.0  5818.0  5740.0  5818.0  397922\n",
       "1  2021-10-08 23:00:00  5814.0  5868.0  5810.0  5868.0  331006\n",
       "2  2021-10-09 00:00:00  5866.0  5866.0  5866.0  5866.0     774\n",
       "3  2021-10-11 10:00:00  5828.0  5859.0  5761.0  5761.0  631411\n",
       "4  2021-10-11 11:00:00  5761.0  5812.0  5754.0  5812.0  238551"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_rb = pd.read_csv(file)\n",
    "df_rb.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip list\n",
    "# pip install jedi==0.17.0 自动补齐出问题： jedi问题，降低一个版本即可\n",
    "\n",
    "def get_data(id):\n",
    "    url = 'http://stock2.finance.sina.com.cn/futures/api/json.php/IndexService.getInnerFuturesDailyKLine?symbol='\n",
    "    # url = 'http://stock2.finance.sina.com.cn/futures/api/json.php/IndexService.getInnerFuturesMiniKLine60m?symbol='\n",
    "    # url = 'http://stock2.finance.sina.com.cn/futures/api/json.php/IndexService.getInnerFuturesMiniKLine5m?symbol='\n",
    "    url = url + id\n",
    "    print(url)\n",
    "    req = request.Request(url)\n",
    "    rsp = request.urlopen(req)\n",
    "    res = rsp.read()\n",
    "    res_json = json.loads(res)\n",
    "\n",
    "\n",
    "    bar_list = []\n",
    "\n",
    "    res_json.reverse()\n",
    "    for line in res_json:\n",
    "        bar = {}\n",
    "        bar['datetime'] = line[0]\n",
    "        bar['open'] = float(line[1])\n",
    "        bar['high'] = float(line[2])\n",
    "        bar['low'] = float(line[3])\n",
    "        bar['close'] = float(line[4])\n",
    "        bar['volume'] = int(line[5])\n",
    "        bar_list.append(bar)\n",
    "\n",
    "    df = pd.DataFrame(data=bar_list)\n",
    "    return df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "http://stock2.finance.sina.com.cn/futures/api/json.php/IndexService.getInnerFuturesDailyKLine?symbol=rb2201\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>datetime</th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
       "      <th>volume</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2021-11-15</td>\n",
       "      <td>4195.0</td>\n",
       "      <td>4255.0</td>\n",
       "      <td>4125.0</td>\n",
       "      <td>4138.0</td>\n",
       "      <td>3659782</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2021-11-12</td>\n",
       "      <td>4425.0</td>\n",
       "      <td>4428.0</td>\n",
       "      <td>4246.0</td>\n",
       "      <td>4249.0</td>\n",
       "      <td>3441240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2021-11-11</td>\n",
       "      <td>4275.0</td>\n",
       "      <td>4466.0</td>\n",
       "      <td>4236.0</td>\n",
       "      <td>4443.0</td>\n",
       "      <td>3680862</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2021-11-10</td>\n",
       "      <td>4219.0</td>\n",
       "      <td>4254.0</td>\n",
       "      <td>4026.0</td>\n",
       "      <td>4246.0</td>\n",
       "      <td>3963513</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2021-11-09</td>\n",
       "      <td>4290.0</td>\n",
       "      <td>4359.0</td>\n",
       "      <td>4226.0</td>\n",
       "      <td>4257.0</td>\n",
       "      <td>2794490</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     datetime    open    high     low   close   volume\n",
       "0  2021-11-15  4195.0  4255.0  4125.0  4138.0  3659782\n",
       "1  2021-11-12  4425.0  4428.0  4246.0  4249.0  3441240\n",
       "2  2021-11-11  4275.0  4466.0  4236.0  4443.0  3680862\n",
       "3  2021-11-10  4219.0  4254.0  4026.0  4246.0  3963513\n",
       "4  2021-11-09  4290.0  4359.0  4226.0  4257.0  2794490"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_rb = get_data('rb2201')\n",
    "df_rb.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
       "      <th>volume</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>datetime</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2021-11-15</th>\n",
       "      <td>4195.0</td>\n",
       "      <td>4255.0</td>\n",
       "      <td>4125.0</td>\n",
       "      <td>4138.0</td>\n",
       "      <td>3659782</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-11-12</th>\n",
       "      <td>4425.0</td>\n",
       "      <td>4428.0</td>\n",
       "      <td>4246.0</td>\n",
       "      <td>4249.0</td>\n",
       "      <td>3441240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-11-11</th>\n",
       "      <td>4275.0</td>\n",
       "      <td>4466.0</td>\n",
       "      <td>4236.0</td>\n",
       "      <td>4443.0</td>\n",
       "      <td>3680862</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-11-10</th>\n",
       "      <td>4219.0</td>\n",
       "      <td>4254.0</td>\n",
       "      <td>4026.0</td>\n",
       "      <td>4246.0</td>\n",
       "      <td>3963513</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-11-09</th>\n",
       "      <td>4290.0</td>\n",
       "      <td>4359.0</td>\n",
       "      <td>4226.0</td>\n",
       "      <td>4257.0</td>\n",
       "      <td>2794490</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              open    high     low   close   volume\n",
       "datetime                                           \n",
       "2021-11-15  4195.0  4255.0  4125.0  4138.0  3659782\n",
       "2021-11-12  4425.0  4428.0  4246.0  4249.0  3441240\n",
       "2021-11-11  4275.0  4466.0  4236.0  4443.0  3680862\n",
       "2021-11-10  4219.0  4254.0  4026.0  4246.0  3963513\n",
       "2021-11-09  4290.0  4359.0  4226.0  4257.0  2794490"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## df_rb.index = df_rb.iloc[:,0]\n",
    "df_rb.set_index('datetime', inplace=True)\n",
    "\n",
    "df_rb.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime\n",
       "2021-11-12    111.0\n",
       "2021-11-11    194.0\n",
       "2021-11-10   -197.0\n",
       "2021-11-09     11.0\n",
       "2021-11-08     55.0\n",
       "Name: close, dtype: float64"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_a = df_rb.close\n",
    "dfchange = df_a - df_a.shift(1)\n",
    "dfchange = dfchange.dropna()\n",
    "dfchange.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>close</th>\n",
       "      <th>change</th>\n",
       "      <th>up</th>\n",
       "      <th>down</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2021-11-12</th>\n",
       "      <td>4249.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-11-11</th>\n",
       "      <td>4443.0</td>\n",
       "      <td>194.0</td>\n",
       "      <td>194.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-11-10</th>\n",
       "      <td>4246.0</td>\n",
       "      <td>-197.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>197.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-11-09</th>\n",
       "      <td>4257.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-11-08</th>\n",
       "      <td>4312.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             close  change     up   down\n",
       "2021-11-12  4249.0   111.0  111.0    0.0\n",
       "2021-11-11  4443.0   194.0  194.0    0.0\n",
       "2021-11-10  4246.0  -197.0    0.0  197.0\n",
       "2021-11-09  4257.0    11.0   11.0    0.0\n",
       "2021-11-08  4312.0    55.0   55.0    0.0"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "index = dfchange.index\n",
    "upprc = pd.Series(0, index = index)\n",
    "upprc[dfchange > 0] = dfchange[dfchange > 0]\n",
    "\n",
    "downprc = pd.Series(0, index = index)\n",
    "downprc[dfchange < 0] = - dfchange[dfchange < 0]\n",
    "\n",
    "rsidata = pd.concat([df_a, dfchange, upprc, downprc], axis=1)\n",
    "rsidata.columns = ['close', 'change', 'upprc', 'downprc']\n",
    "rsidata = rsidata.dropna()\n",
    "rsidata.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime\n",
       "2021-11-05    58.609793\n",
       "2021-11-04    47.882135\n",
       "2021-11-03    44.291336\n",
       "2021-11-02    48.283259\n",
       "2021-11-01    67.166213\n",
       "dtype: float64"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "smup = [] # 上涨力度\n",
    "smdown = [] # 下跌力度\n",
    "for i in range(6, len(upprc) + 1):\n",
    "    smup.append(np.mean(upprc.values[(i-6):i], dtype=np.float32))\n",
    "    smdown.append(np.mean(downprc.values[(i-6):i], dtype=np.float32))\n",
    "\n",
    "rsi6 = [100*smup[i] / (smup[i] + smdown[i]) for i in range(0, len(smup))]\n",
    "indexRsi = index[5:]\n",
    "df_rsi6 = pd.Series(rsi6, index=indexRsi)\n",
    "df_rsi6.head()   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "count    195.000000\n",
       "mean      41.997364\n",
       "std       26.344684\n",
       "min        0.000000\n",
       "25%       19.658770\n",
       "50%       43.302179\n",
       "75%       60.347570\n",
       "max      100.000000\n",
       "dtype: float64"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_rsi6.describe()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'RSI6')"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x576 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "up = pd.Series(smup, index=indexRsi)\n",
    "down = pd.Series(smup, index=indexRsi)\n",
    "\n",
    "plt.figure(figsize = (16,8))\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.subplot(411)\n",
    "plt.plot(df_rb.close)\n",
    "plt.xlabel('date')\n",
    "plt.ylabel('close')\n",
    "plt.title('rsi')\n",
    "\n",
    "plt.subplot(412)\n",
    "plt.plot(up, 'b')\n",
    "plt.ylabel('UP')\n",
    "\n",
    "plt.subplot(413)\n",
    "plt.plot(down, 'y')\n",
    "plt.ylabel('DOWN')\n",
    "\n",
    "\n",
    "plt.subplot(414)\n",
    "plt.plot(df_rsi6, 'g')\n",
    "plt.ylabel('RSI6')\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "def rsi(price, period=6):\n",
    "    import pandas as pd\n",
    "    clprcChange = price - price.shift(1)\n",
    "    clprcChange = clprcChange.dropna()\n",
    "    \n",
    "    indexprc = clprcChange.index\n",
    "    \n",
    "    upPrc = pd.Series(0, index=indexprc)\n",
    "    upPrc[clprcChange > 0] = clprcChange[clprcChange>0]\n",
    "    \n",
    "    downPrc = pd.Series(0, index=indexprc)\n",
    "    downPrc[clprcChange < 0] = - clprcChange[clprcChange<0]\n",
    "    \n",
    "    rsidata = pd.concat([price,clprcChange, upPrc, downPrc], axis=1)\n",
    "    rsidata.columns=['price', 'prcChange', 'upPrc', 'downPrc']\n",
    "    rsidata = rsidata.dropna()\n",
    "    \n",
    "    smup=[]\n",
    "    smdown=[]\n",
    "    for i in range(period, len(upPrc)+1):\n",
    "        smup.append(np.mean(upPrc.values[(i - period):i], dtype=np.float32))\n",
    "        smdown.append(np.mean(downPrc.values[(i - period):i], dtype=np.float32))\n",
    "    \n",
    "    rsi=[100*smup[i]/(smup[i] + smdown[i]) for i in range(0, len(smup))]\n",
    "        \n",
    "    indexRsi = indexprc[(period - 1):]\n",
    "    rsi = pd.Series(rsi, index=indexRsi)\n",
    "    return (rsi)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_recent = df_rb[:'2021-05-01']\n",
    "df_recent = df_recent.sort_index()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [],
   "source": [
    "dfrsi6 = rsi(df_recent.close, 6)\n",
    "dfrsi12 = rsi(df_recent.close, 12)\n",
    "dfrsi24 = rsi(df_recent.close, 24)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime\n",
       "2021-06-08    44.182483\n",
       "2021-06-09    40.268674\n",
       "2021-06-10    41.961160\n",
       "2021-06-11    38.307954\n",
       "2021-06-15    34.331337\n",
       "dtype: float64"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfrsi24.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x1fa692fc898>"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize = (16,8))\n",
    "plt.xticks(rotation=90)\n",
    "startdate = '2021-07-01'\n",
    "# plt.plot(dfrsi6[startdate:], label='dfrsi6')\n",
    "plt.plot(dfrsi12[startdate:], label='rsi10')\n",
    "plt.plot(dfrsi24[startdate:], label='rsi20', color='red', linestyle='dashed')\n",
    "plt.ylim(10,100)\n",
    "plt.grid()\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x1fa69a6d358>"
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize = (16,8))\n",
    "plt.xticks(rotation=90)\n",
    "startdate = '2021-07-01'\n",
    "# plt.plot(dfrsi6[startdate:], label='dfrsi6')\n",
    "plt.plot(dfrsi12[startdate:], label='rsi12')\n",
    "plt.plot(dfrsi24[startdate:], label='rsi24', color='red', linestyle='dashed')\n",
    "plt.ylim(10,100)\n",
    "plt.grid()\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize = (16,8))\n",
    "plt.xticks(rotation=90)\n",
    "plt.plot(df_recent.close[startdate:])\n",
    "plt.grid()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime\n",
       "2021-05-03    5281.0\n",
       "2021-05-06    5535.0\n",
       "2021-05-07    5565.0\n",
       "2021-05-10    5887.0\n",
       "2021-05-11    5987.0\n",
       "               ...  \n",
       "2021-11-09    4257.0\n",
       "2021-11-10    4246.0\n",
       "2021-11-11    4443.0\n",
       "2021-11-12    4249.0\n",
       "2021-11-15    4138.0\n",
       "Name: close, Length: 132, dtype: float64"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_recent.close[startdate:]"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
